Auction or negotiated license? Choosing a process for estate data assets

The short verdict

Choose a section 363 auction when the estate needs to transfer records outright, usually with the business or other assets, through a public process that tests price and ends the estate's involvement at closing. Choose a negotiated, scoped license, typically exclusive for AI training over an agreed term, when the records contain material the estate cannot transfer freely, when the realistic counterparties are AI developers rather than strategic acquirers, or when the estate wants to keep title and license a defined slice.

Neither route avoids the court. In bankruptcy, using, selling or leasing estate property outside the ordinary course generally requires notice and a hearing, so the choice is about process and what transfers, not about approval. Trustees, debtors in possession, chief restructuring officers and assignees can introduce the estate to SourceX for the negotiated route.

What the Bankruptcy Code says about data assets

Section 363(b)(1) of the Bankruptcy Code lets the trustee use, sell or lease estate property outside the ordinary course after notice and a hearing. It also sets a privacy limit: if the debtor disclosed a privacy policy prohibiting transfer of personally identifiable information to unaffiliated persons, and that policy was in effect when the case began, the trustee may not sell or lease that information unless the sale is consistent with the policy or the court approves it after appointing a consumer privacy ombudsman, holding a hearing and finding no showing that the sale would violate applicable nonbankruptcy law (11 U.S.C. 363).

When that hearing is required, section 332 directs the court to order the US trustee to appoint one disinterested person as consumer privacy ombudsman no later than 7 days before the hearing, and the ombudsman may give the court information such as the debtor's privacy policy (11 U.S.C. 332). The scrutiny is real. In 23andMe's 2025 bankruptcy, the appointed ombudsman recommended that any transfer of customers' genetic or personally identifiable data be prohibited without renewed opt-in consent. The guide to the consumer privacy ombudsman in bankruptcy covers that role in depth.

The chapter matters too. In chapter 11 the debtor ordinarily remains in possession of its assets and proposes a plan, which may be a liquidating plan; in chapter 7 a trustee sells nonexempt property and distributes the proceeds, as the federal judiciary's chapter 11 overview and its companion pages explain. That decides who signs and who must be able to perform any license after the case moves on.

This is general information, not legal, tax or financial advice. Confirm with your own counsel before acting.

Side-by-side comparison

When a section 363 auction wins

• The records are part of a going-concern or asset sale, and the buyer of the business needs them to operate.
• The estate wants to transfer everything and close out the asset without continuing obligations.
• Several bidders have already shown interest, and an open process is the best evidence of value for creditors.
• The records hold little personal information, or the privacy policy in effect at filing permits the transfer.
• Creditors or the committee insist on a public process for every material asset.

When a negotiated license wins

• The business is being liquidated, nobody wants the records as part of an operating sale, but they document years of real work.
• Personal information can be scoped out or de-identified while the operating history, such as tickets, project records and engineering reviews, keeps its value.
• The estate wants to keep title and license a defined slice, leaving other assets free for separate sale.
• Raw archives would draw no credible bids at auction, but curated, rights-checked records may interest developers training AI agents; the guide to agentic AI in PE portfolios explains why records of multi-step work are in demand.
• Distressed software companies, the subject of the SaaSpocalypse guide, may hold engineering and support histories that suit a scoped license, if the rights are clear.

How assignments for the benefit of creditors differ

Outside bankruptcy, an assignment for the benefit of creditors is governed by state law, and procedures vary by state. Florida's chapter 727, for example, sets out a uniform procedure for administering insolvent estates under circuit court supervision, with its own claim priorities and a final report by the assignee (Florida Statutes chapter 727, 2024 version; check the current statute before relying on it). An assignee weighing a public sale against a negotiated license should confirm what the governing statute and any court supervision require. The ABC assignee partner program page covers that role.

Questions to settle before choosing a route

• Did the debtor create the records, or does it hold them on behalf of clients?
• What did the privacy policy in effect at filing say about transferring personal information?
• Do customer contracts or employee policies limit how the records may be used?
• Are the systems still running, and does someone hold admin credentials to export them?
• Has any of the data already been licensed for AI training?
• Did the company have 50+ full-time employees at peak (contractors excluded) and several years of documented operations?
• Who has authority to sign: the debtor in possession, a trustee, a plan administrator or an assignee?
• Will someone remain in place to perform delivery after the license is signed?

Before spending estate resources on a full review, the company fit checker gives a preliminary, non-binding read against the SourceX baseline.

How SourceX fits the negotiated route

SourceX runs the negotiated route from inventory to delivery. A company that is still operating, acquired or wound down can qualify as long as the data still exists. SourceX checks size, history, data breadth and rights; the estate completes a data inventory; price and terms are agreed; then AI labs and data buyers review, and once a company is deal-ready they typically respond within about two weeks. Nothing is binding until the estate signs, and where court approval is required it comes before any data moves. Data is delivered only after an executed agreement and the estate's authorization.

Professionals who introduce an estate are referral partners. Partners earn 25% of the eligible platform fees SourceX actually collects from the referred company's licensing deals, capped at $100,000 per referred company, payable only after the buyer pays and SourceX receives its fee; no reward is guaranteed. Estate professionals whose employment and compensation are subject to court approval should review their disclosure duties with counsel before accepting anything; the guide to Rule 2014 disclosure of connections is a starting point.

Next step

Run the questions above with estate counsel. If the records pass and the negotiated route fits, register as a partner and introduce the estate, or have the authorized fiduciary apply at sourcex.si/apply using your referral link.